Sustainability

可持续性
  • 文章类型: Journal Article
    最近,越来越多的努力已经指向宠物食品的环境可持续性。这项研究的目的是评估挤出参数,营养素消化率,粪便特征,狗的完整饮食的适口性以及胰岛素和血糖曲线,其中主要碳水化合物来源是红色扁豆意大利面副产品(LP)。
    制定了五种实验饮食:基于大米和家禽副产品餐的基础饮食(CO);三种实验饮食,其中LP以33、66或100%代替大米(分别为LP33,LP66和LP100);以及以70%的基础饮食(CO)加30%的LP(LPS)配制的饮食,以评估LP成分的消化率。
    挤出机压力,粗粒的硬度和堆积密度随LP百分比的增加呈线性增加(P<0.05),不影响淀粉糊化。根据多项式对比分析,用33%和66%的LP替代水稻不会降低表观总道消化率系数(ATTDC),与CO饮食相比具有相似或更高的值。氮平衡没有改变(P>0.05),但我们观察到,随着LP包合率的上升,粪便产量和水分含量呈线性增加,粪便pH呈线性下降(P<0.05)。然而,粪便评分未受影响.粪便醋酸酯,丙酸盐,总短链脂肪酸(SCFA),支链脂肪酸,乳酸和乳酸均随着LP包合率的增加而线性增加(P<0.05),不改变粪便中的氨浓度。粪便中尸胺的浓度,酪胺,组胺,亚精胺也随着LP包涵体的增加呈线性增加(P<0.05)。通过肠道微生物群发酵LP膳食纤维增加了所需发酵副产物的浓度,包括SCFA和亚精胺。与CO相比,喂食LP100饮食的狗的餐后葡萄糖和胰岛素反应较低,建议在饮食中可能使用这种成分来产生低血糖反应。最后,适口性研究结果显示,在“首选”和“消耗率”评估中,LP100定量均具有偏好(P<0.05)。该试验揭示了从人类级食物链丢弃的副产品如何保留其营养和感官特性。
    UNASSIGNED: Recently, increasing effort has been directed toward environmental sustainability in pet food. The aim of this study was to evaluate the extrusion parameters, nutrient digestibility, fecal characteristics, palatability and insulinemic and glycaemic curves of a complete diet for dogs in which the main carbohydrate source was a red lentil pasta by-product (LP).
    UNASSIGNED: Five experimental diets were formulated: a basal diet (CO) based on rice and a poultry by-product meal; three experimental diets where LP substituted rice at 33, 66, or 100% (LP33, LP66, and LP100, respectively); and a diet formulated on 70% of the basal diet (CO) plus 30% LP (LPS) to evaluate the digestibility of LP ingredient.
    UNASSIGNED: The extruder pressure, hardness and bulk density of the kibble increased in a linear manner with increasing LP percentage (P < 0.05), without affecting starch gelatinization. According to polynomial contrast analysis, rice replacement with LP at 33 and 66% caused no reduction in apparent total tract digestibility coefficient (ATTDC), with similar or higher values compared with the CO diet. Nitrogen balance did not change (P > 0.05), but we observed a linear increase in feces production and moisture content as the LP inclusion rate rose and a linear decrease in feces pH (P < 0.05). Nevertheless, the fecal score was unaffected. Fecal acetate, propionate, total short-chain fatty acids (SCFA), branched-chain fatty acids, and lactate all increased linearly as the LP inclusion rate increased (P < 0.05), without altering ammonia concentration in feces. Feces concentrations of cadaverine, tyramine, histamine, and spermidine also increased in a linear manner with increasing LP inclusion (P < 0.05). The fermentation of LP dietary fiber by the gut microbiota increased the concentration of desirable fermentation by-products, including SCFA and spermidine. The post-prandial glucose and insulin responses were lower in the dogs fed the LP100 diet compared with CO, suggesting the possible use of this ingredient in diets designed to generate a low glycaemic response. Finally, the palatability study results showed a preference for the LP100 ration in both the \"first choice\" and the \"consumption rate\" evaluation (P < 0.05). This trial reveals how a by-product discarded from the human-grade food chain retains both its nutritional and organoleptic properties.
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  • 文章类型: Journal Article
    环境条件对健康影响深远,福利,和产蛋鸡在商业家禽养殖中的生产力。我们调查了小气候变化之间的关联,生产指数,以及在受控的密闭系统中对意外新城疫病毒(NDV)感染的组织病理学反应。这项研究在开罗的一个蛋鸡设施中进行了七个月,埃及。微气候测量包括温度,相对湿度(RH%),空气速度(AV),以及从设施正面和背面的特定位置获得的温度湿度指数(THI)。生产力指数,包括产蛋率(EPP),鸡蛋重量(EW),平均日采食量,和饲料转化率,每月评估一次。在NDV爆发期间,体液免疫反应,大体病理学,并对组织病理学改变进行了评价。结果表明,除4月和5月外,正面和背面之间的EPP和EW存在显着变化(p<0.05)。AV对正面的EW具有显著的(p=0.006)正效应(β=0.346)。在背面,AV对EW有显著(p=0.001)正效应(β=0.474),而对EPP(β=-0.281)有负面影响(p=0.027)。然而,温度,RH%,和THI没有影响,不能作为EPP或EW在任一农场方面的预测因子。对NDV的体液免疫反应在整个微气候中是一致的,突出母鸡的韧性。组织病理学检查显示特征性NDV相关病变,微气候之间没有显着差异。这项研究强调了优化小气候条件的重要性,通过提供基于季节变化的量身定制的环境管理策略来提高铺设性能,确保一致的气流,特别是靠近冷却垫和排气扇,并通过持续的监测和调整来加强在实地挑战下采取生物安全措施的重要性。
    Environmental conditions profoundly impact the health, welfare, and productivity of laying hens in commercial poultry farming. We investigated the association between microclimate variations, production indices, and histopathological responses to accidental Newcastle disease virus (NDV) infection within a controlled closed-house system. The study was conducted over seven months in a laying hen facility in Cairo, Egypt. Microclimate measurements included temperature, relative humidity (RH%), air velocity (AV), and the temperature humidity index (THI) that were obtained from specific locations on the front and back sides of the facility. Productivity indices, including the egg production percentage (EPP), egg weight (EW), average daily feed intake, and feed conversion ratio, were assessed monthly. During an NDV outbreak, humoral immune responses, gross pathology, and histopathological changes were evaluated. The results demonstrated significant (p < 0.05) variations in EPP and EW between the front and back sides except in April and May. AV had a significant (p = 0.006) positive effect (Beta = 0.346) on EW on the front side. On the back side, AV had a significant (p = 0.001) positive effect (Beta = 0.474) on EW, while it negatively influenced (p = 0.027) EPP (Beta = - 0.281). However, temperature, RH%, and THI had no impact and could not serve as predictors for EPP or EW on either farm side. The humoral immune response to NDV was consistent across microclimates, highlighting the resilience of hens. Histopathological examination revealed characteristic NDV-associated lesions, with no significant differences between the microclimates. This study underscores the significance of optimizing microclimate conditions to enhance laying performance by providing tailored environmental management strategies based on seasonal variations, ensuring consistent airflow, particularly near cooling pads and exhaust fans, and reinforcing the importance of biosecurity measures under field challenges with continuous monitoring and adjustment.
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  • 文章类型: Journal Article
    心理急救(PFA)对于创伤事件后的心理健康和福祉至关重要。随着对有效心理急救干预措施的需求不断增加,整合基于能力的结果至关重要。本研究考察了斐济灾难应对者背景下的可持续性能力与PFA原则之间的相关性。
    该研究以基于对可持续性能力和PFA原则的全面审查的理论框架为指导。一项横断面调查评估了灾难应对人员的可持续性能力对有效提供PFA的重要性。该调查使用分层随机抽样方法,以获得不同的PFA培训的参与者(66%)和非PFA培训的参与者(34%),旨在了解这些能力如何在各种灾难情况下影响PFA的成功。调查,涵盖了灾难响应的各个领域和不同的受访者年龄,性别,和多年的经验,采用李克特量表来评估综合解决问题等能力的重要性,战略,系统思维,自我意识,规范性,合作,预期,和批判性思维。
    该研究涉及49名接受PFA训练的参与者(55%为女性,45%的男性)和15名非PFA培训的参与者(53%的女性,46%男性),由于对关键问题的回答含糊不清,不包括后一组的10个回答。年龄之间的相关性,经验,灾难应对人员的专业能力评估表明,灾难应对人员,拥有丰富的经验和PFA培训,将能力评为“重要”,“反映了由长期职业发展和实践经验塑造的观点。同样,年轻和早期的职业反应者强调能力“非常重要,“表明对其重要性的初步认识。不同年龄段的评估模式,尤其是那些接受过PFA训练的人,建议随着经验的增加,适度评估能力重要性的趋势。统计分析,包括平均,中位数,标准偏差,和方差,提供了对数据的详细了解,强调数据集中的自我意识等能力,以及PFA培训的响应者内部的综合问题解决和协作,这是有效PFA干预措施的关键。
    该研究强调了在斐济独特的社会文化背景下将可持续发展能力纳入PFA课程的迫切需要。年龄之间的这种相互作用,经验,能力评估强调了影响灾难响应领域感知的各种因素,而不仅仅是经验。结果表明,可持续性能力是PFA测量和干预措施有效性的最终依据。该研究为未来的研究奠定了基础,以开发经过验证的工具来评估不同文化背景下的可持续能力,从而提高PFA在灾害管理中的有效性。将这些能力纳入PFA培训可以显着加强PFA干预和基于能力的评估。
    UNASSIGNED: Psychological first aid (PFA) is essential for mental health and wellbeing after traumatic events. Integrating competency-based outcomes is crucial with the increasing demand for effective psychological first-aid interventions. This study examines the correlation between sustainability competencies and PFA principles within Fiji\'s disaster responder\'s context.
    UNASSIGNED: The research was guided by a theoretical framework based on a comprehensive review of sustainability competencies and PFA principles. A cross-sectional survey assessed the importance of sustainability competencies in disaster responders to deliver PFA effectively. The survey used a stratified random sampling method to get diverse PFA-trained participants (66%) and non-PFA trained (34%), aiming to understand how these competencies can impact PFA success in various disaster situations. The survey, encompassing various domains of disaster response and a diverse range of respondents age, gender, and years of experience, employed the Likert scale to assess the importance of competencies such as integrated problem-solving, strategic, systems thinking, self-awareness, normative, collaboration, anticipatory, and critical thinking.
    UNASSIGNED: The study involved 49 PFA-trained participants (55% female, 45% male) and 15 non-PFA-trained participants (53% female, 46% male), excluding 10 responses from the latter group due to ambiguous answers to critical questions. The correlation between age, experience, and the valuation of professional competencies among disaster responders indicates that disaster responders, with extensive experience and PFA training, rated competencies as \"important,\" reflecting a perspective shaped by long-term career development and practical experiences. Equally, younger and early career responders emphasize competencies as \"very important,\" indicating an initial recognition of their significance. The appraisal patterns across different age groups, especially among those with PFA training, suggest a tendency to moderate assessments of competency importance with increasing experience. Statistical analysis, including mean, median, standard deviation, and variance, provided a detailed understanding of the data, underscoring competencies like self-awareness in both data sets and integrated problem-solving and collaboration within PFA-trained responders as the key for effective PFA interventions.
    UNASSIGNED: The study underlines the critical need to integrate sustainability competencies into the PFA curriculum in Fiji\'s unique sociocultural context. This interplay between age, experience, and competency assessment stresses the diverse factors influencing perceptions in the disaster response field beyond experience alone. The results show that sustainability competencies are the ultimate to the effectiveness of PFA measurement and interventions. The research lays the foundation for future studies to develop validated tools for assessing sustainable competencies in different cultural contexts, thereby improving the effectiveness of PFA in disaster management. Integrating these competencies into PFA training could significantly strengthen PFA intervention and competency-based evaluation.
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  • 文章类型: Editorial
    暂无摘要。
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  • 文章类型: Journal Article
    2015年,联合国大会发布了十七个可持续发展目标(SDG)。目标是到2030年实现。可持续发展目标6(清洁水和卫生)和13(气候行动)是需要解决的关于水资源的两个至关重要的目标。这项研究使用了Scopus数据库来探索极端气候,特别是干旱和洪水,并强调该地区为实现可持续发展目标6和13所做的努力和贡献。我们发现,即使在可持续发展目标实施之前,与解决水资源问题有关的主题,水质,使用不同的概念模型和方法处理废水是该区域的主要关切。可持续发展目标的采用导致东亚地区更加关注水和气候的可持续性。随着2019年后气候相关研究的大幅增加。根据可持续发展目标13,所有国家都为气候行动研究做出了重大贡献。关键词分析表明,气候变化,水管理,水处理,水质,和吸附仍然突出。随着全球社会努力应对不断升级的水资源和气候挑战,可持续发展目标6和13已成为研究和倡议的关键领域。在特定关键字搜索下,中国在可持续发展目标期间的气候和水搜索中排名第二,占2015年至2023年整个出版物的21%。日本和韩国分别占4%和3%,分别。关于洪水和干旱的研究引起了极大的关注,在十篇高度共同引用的文献中,有一半研究了干旱的变化模式,极端事件对作物产量的影响,和其他相关主题。尽管东亚地区对可持续发展目标6和13做出了积极贡献,但仍迫切需要一个更强有力的框架来改善气候行动之间复杂的相互联系。干净的水,和卫生设施,以实现可持续的土壤-水-植物-大气生态系统。
    In 2015, the United Nations General Assembly launched seventeen Sustainable Development Goals (SDGs), aimed at being achieved by 2030. The SDGs 6 (clean water & sanitation) and 13 (climate actions) are two critically important goals concerning water resources that need to be addressed. This study used the Scopus database to explore climate extremes, specifically droughts and floods, in East Asia and highlight the region\'s efforts and contributions towards achieving SDGs 6 and 13. We found that even before the implementation of SDGs, the topics related to solving the problems of water resources, water quality, and treatment of wastewater using different conceptual models and methodologies were the main concerns in the region. The adoption of SDGs has led to a heightened focus on water and climate sustainability in East Asia, with the considerable surge in climate-related studies after 2019. Under SDG 13, all countries have contributed substantially to climate action research. Keyword analysis indicates that climate change, water management, water treatment, water quality, and adsorption remain prominent. SDGs 6 and 13 have emerged as crucial areas of focus for research and initiatives as the global community grapples with escalating water resources and climate challenges. Under specific keywords search, China has 2nd place in the search with climate and water during the SDGs period, accounting for 21 % of the entire publication from 2015 to 2023. Japan and South Korea account for of 4 % and 3 %, respectively. The research on floods and droughts has garnered significant attention, with half of the ten highly co-cited literature examining the changing pattern of drought, the influence of extreme events on crop yield, and other related topics. Despite the positive contribution of the East Asia region towards SDGs 6 and 13, there is still an urgent need for a more robust framework to improve the complex interconnections between climate actions, clean water, and sanitation for a sustainable soil-water-plant-atmosphere ecosystem.
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  • 文章类型: Journal Article
    全球能源使用的增加和化石燃料依赖导致的全球变暖等环境问题凸显了转向可再生能源的迫切需要。钙钛矿太阳能电池(PSC)是一个有前途的选择,为具有成本效益的生产提供高效率和潜力。这项研究深入研究了与金属卤化物PSC(M-PSC)和碳基电极PSS(C-PSC)相关的环境问题和可行的解决方案。它展示了PSC技术的快速进步,强调其提供高效和经济的可再生能源选择的潜力。然而,这些技术对环境的影响,特别是M-PSC中有毒铅(Pb)的利用以及C-PSC中的稳定性和降解问题,它们的广泛应用和可持续性面临相当大的障碍。本文详细介绍了PSC的最新进展,通过创新的材料组合和设备设计,专注于增强设备效率和稳定性。尽管如此,与有毒物质从受损或恶化的PSC扩散到生态系统相关的环境危害引起了人们的重大关注。特别是,来自M-PSC的Pb污染土壤和水生生态系统的风险是人类和环境健康的紧迫问题,促进对替代材料和方法的研究,以减少这些影响。作者研究了几种策略,包括引入无铅钙钛矿,阻止有害物质逸出的封装方法,和PSC元素的回收。该研究强调必须使技术创新与环境和健康考虑保持一致,呼吁对可持续和安全的PSC技术进行持续研究。这篇综述强调了对PSC技术进行详细评估的必要性,专注于他们的可再生能源贡献,环境影响,以及减轻这些影响的策略。作者呼吁有凝聚力的策略来开发有效的PSC,成本效益高,环保,和安全的广泛使用。
    The urgent need to shift to renewable energy is highlighted by rising global energy use and environmental issues like global warming from fossil fuel dependency. Perovskite solar cells (PSCs) stand out as a promising option, providing high efficiency and potential for cost-effective production. This study delves into the environmental concerns and viable solutions linked with metal-halide PSCs (M-PSCs) and carbon-based electrode PCSs (C-PSCs). It showcases the swift progress in PSC technology, highlighting its potential to deliver efficient and economical renewable energy options. Yet, the environmental implications of these technologies, especially the utilization of toxic lead (Pb) in M-PSCs and the issues of stability and degradation in C-PSCs, represent considerable hurdles for their broad application and sustainability. The paper details the recent advances in PSCs, focusing on enhancements in device efficiency and stability through innovative material combinations and device designs. Nonetheless, the environmental hazards linked to the dispersal of toxic substances from compromised or deteriorating PSCs into the ecosystem raise significant concerns. In particular, the risk of Pb from M-PSCs contaminating soil and aquatic ecosystems is a pressing issue for human and environmental health, spurring investigations into alternative materials and methods to diminish these impacts. The authors examine several strategies, including the introduction of Pb-free perovskites, encapsulation methods to block the escape of hazardous substances, and the recycling of PSC elements. The study stresses the necessity of aligning technological innovations with considerations for the environment and health, calling for ongoing research into PSC technologies that are sustainable and safe. This review highlights the need for detailed assessments of PSC technologies, focusing on their renewable energy contributions, environmental impacts, and strategies to mitigate these effects. The authors call for a cohesive strategy to develop PSCs that are efficient, cost-effective, eco-friendly, and safe for widespread use.
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  • 文章类型: Journal Article
    社会规范诉求在促进可持续的多数人行为方面是有效的,但当目标行为仅由少数人执行时,则可能适得其反。然而,强调越来越多的人开始从事这种行为,或者大多数人赞成这种行为,可能会防止这种负面影响。然而,只有少数研究调查了描述性少数群体和禁令多数社会规范诉求的结合,结果不一致。对少数群体行为的一些研究表明,接受者的特征可能会决定有关少数群体社会规范诉求影响的不一致结果,而社会规范诉求可能会对与环境相关的性格较弱的个人产生更大的影响。
    两项两波研究调查了描述性少数群体如何上诉,禁令多数人呼吁,它们的组合可以用来激励可持续的少数群体行为,以及环境相关的倾向在这种情况下扮演什么角色。在第一部分,感知的社会规范,与环境相关的倾向,行为意图,并测量了态度。两周后,受访者参加了3(描述性社会规范吸引力:静态与动态vs.缺席)×2(禁令多数社会规范上诉:现在与缺席)在受试者之间进行实验,并观看了有关自愿碳补偿的解释器视频,其中包括各种社会规范呼吁。
    在这两项研究中,我们发现社会规范诉求影响感知的社会规范。然而,仅在第一项研究中观察到有说服力的效果,禁令多数人的呼吁增加了说服力的结果,但在两项研究中,描述条件之间没有差异,其影响也没有差异,这取决于个体的环境相关倾向。
    一次暴露可能不足以发挥说服作用,感知的社会规范的变化可能首先需要内在化。在网上解释器视频中,社会规范申诉的效果可以通过基于算法的建议以及当社会规范申诉引起对规范符合内容的关注时被放大。然而,需要进一步研究长期影响及其通过社交媒体的可能扩大。
    UNASSIGNED: Social norm appeals are effective in promoting sustainable majority behavior but could backfire when the target behavior is only performed by a minority of people. However, emphasizing that an increasing number of people have started engaging in the behavior or that the majority approve the behavior might prevent such negative effects. However, only a few studies have investigated the combination of descriptive minority and injunctive majority social norm appeals, with inconsistent results. Some studies of minority behavior suggest that the characteristics of recipients might determine the inconsistent results regarding the impact of minority social norm appeals and that social norm appeals could have a greater impact on individuals with weaker environment related dispositions.
    UNASSIGNED: Two two-wave studies investigated how descriptive minority appeals, injunctive majority appeals, and their combination can be used to motivate sustainable minority behavior and what role environment related dispositions play in this context. In the first part, perceived social norms, environment related dispositions, behavioral intentions, and pre-attitudes were measured. Two weeks later, respondents participated in a 3 (descriptive social norm appeal: static vs. dynamic vs. absent) × 2 (injunctive majority social norm appeal: present vs. absent) between-subjects experiment and watched an explainer video on voluntary carbon offsets that included various social norm appeals.
    UNASSIGNED: In both studies, we found that social norm appeals influenced perceived social norms. However, persuasive effects were only observed in the first study, and an injunctive majority appeal increased persuasive outcomes, but there were no differences between the descriptive conditions and no differences in their impact depending on individuals\' environment related dispositions in either study.
    UNASSIGNED: A single exposure may be insufficient to exert persuasive effects and the change in perceived social norms may first need to be internalized. In online explainer videos, the effects of social norm appeals could be amplified by algorithm-based suggestions and when social norm appeals draw attention to norm-conforming content. However, further research is required on the long-term effects and their possible amplification via social media.
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  • 文章类型: Journal Article
    由于现代技术,拼车趋势正在蓬勃发展,并在向可持续交通方式过渡方面发挥着重要作用。这项研究利用了从在线调查中收集的全面数据集,该调查于2023年对孟加拉国的1300多名个人进行了管理。它的具体重点是检查乘车共享应用程序的使用模式,比如Pathao和Uber。它基于先前的研究来分析影响这些服务使用的因素以及共享运输的当前趋势。此外,它调查了与利用共享交通便利设施相关的挑战,并提出了潜在的改进措施,以使拼车或拼车更具吸引力。该研究努力建立一个包容性的框架和术语,以加强政策并更详细地了解社区的交通选择和要求。弥合理论与实践的差距,我们采用了面向实施的研究方法,并对调查数据进行了全面的定量和推理分析。个人选择或感知集体或合并服务的倾向取决于几个人口统计学,地理,和建筑环境因素。调查结果强调了加强安全措施的必要性,提高公众对共享乘车利益的认识,以及制定促进可持续流动的立法措施。我们发现了改善和鼓励使用乘车共享服务的两个潜在措施示例,包括减少共享乘车的不确定性和最大程度地减少乘客的不适。这些措施可以通过操作调整来实施,政府法规,和雇主计划。就优先改善乘车共享操作的重要性达成了重要结论,而不是仅仅依靠现金激励来促进行为改变。此外,确定无论变化如何,政策,或实施的程序,必须加强公众意识和教育。
    The ride-sharing trend is booming because of modern technologies and plays a significant role in transitioning to sustainable transportation methods. This study utilizes a comprehensive dataset collected from an online survey administered to over 1300 individuals in Bangladesh in 2023. Its specific focus is to examine the usage patterns of ride-sharing applications, such as Pathao and Uber. It builds upon previous research to analyze the factors influencing the use of these services and current trends in shared transportation. Additionally, it investigates the challenges associated with utilizing shared transportation amenities and proposes potential improvements to make ride-sharing or pooling more attractive. The study diligently worked to establish an inclusive framework and terminology to enhance policies and gain a more detailed understanding of the transportation choices and requirements of communities. To bridge the gap between theory and practice, we adopted an implementation-oriented research approach and conducted a comprehensive quantitative and inferential analysis of the survey data. The inclination of an individual to opt for or perceive collective or merged services depends on several demographic, geographical, and built-environment factors. The findings highlight the necessity of enhanced security measures, increased public awareness of ride-sharing benefits, and the formulation of legislative measures to promote sustainable mobility. Two examples of potential measures we have found to improve and encourage the use of ride-sharing services include reducing uncertainty about shared rides and minimizing passenger discomfort. These measures can be implemented through operational adjustments, government regulations, and employer programs. An essential conclusion was reached regarding the importance of prioritizing improvements in ride-sharing operations, rather than relying solely on cash incentives to promote behavioral change. Furthermore, it was determined that regardless of the changes, policies, or programs implemented, it is imperative to enhance public awareness and education.
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  • 文章类型: Journal Article
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  • 文章类型: Journal Article
    准确的能源产量预测的重要性怎么强调都不为过,特别是在实现碳中和和平衡传统和清洁能源的背景下。与具有简化假设或有限数据输入阻碍能源使用优化的传统模型不同,减少浪费和有效的资源分配,我们将一种新颖的结构方程建模方法引入了伊拉克八个制造业的可持续废物管理实践(SWMP)。综合分析,与SmartPLS软件进行的375响应旨在提高能源生产预测的准确性和支持可持续发展目标有助于实现碳中和目标,促进平衡的能源组合,支持可持续性和环境管理。这些发现揭示了值得注意的见解:特别是,化工制造公司从绿色会计实践中表现出巨大的优势,见证了环境审计监督和SWMP的78.1%和45.8%的改善,分别,与其他制造业相比。与传统的灰色模型相比,我们的模型表明,企业社会责任的1个单位改进可使各行业的环境审计监督效率提高33.4%,可持续废物管理提高56.9%。通过利用这些数据驱动的见解和创新方法,我们可以推动积极的变化,朝着更可持续和更有弹性的能源未来发展,共同为更有弹性的人做出贡献,高效,以及造福社会的可持续能源生态系统,经济,和环境。我们的新模型提高了能源生产预测的准确性,使区域和全球层面的利益相关者能够做出明智的决策。减轻风险,支持政策制定,实现可持续发展目标,制定有效的政策,促进合作。
    The significance of accurate energy production prediction cannot be overstated, especially in the context of achieving carbon neutrality and balancing traditional and clean energy sources. Unlike conventional models with simplified assumptions or limited data inputs hindering energy usage optimization, waste reduction and efficient resource allocation, we introduced a novel structural equation modelling approach to eight manufacturing industries\' sustainable waste management practices (SWMPs) in Iraq. This comprehensive analysis, conducted with Smart PLS software on 375 responses aims to enhance energy production predictions\' accuracy and support sustainability goals contribute to achieving carbon neutrality goals and promote a balanced energy mix that supports sustainability and environmental stewardship. The findings reveal noteworthy insights: notably, chemical manufacturing companies exhibit a substantial advantage from green accounting practices, witnessing a 78.1 % and 45.8 % improvement in environmental auditing oversight and SWMPs, respectively, compared to other manufacturing sectors. Compared to conventional grey models, our model demonstrates that a 1-unit improvement in CSR enhances environmental auditing oversight effectiveness by 33.4 % and sustainable waste management by 56.9 % across industries. By leveraging these data-driven insights and innovative approaches, we can drive positive change towards a more sustainable and resilient energy future, collectively contributing to a more resilient, efficient, and sustainable energy ecosystem that benefits societies, economies, and the environment. The heightened accuracy of energy production prediction facilitated by our novel model empowers stakeholders at regional and global levels to make informed decisions, mitigate risks, support policy development, achieve sustainability goals, formulate effective policies and foster collaboration.
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